GMKtec EVO-X2

It suits you if you want to run quantised language models locally. For local AI, check the exact model release, quantisation, context length, runtime overhead and memory available after the operating system. System RAM and GPU VRAM are different limits; shared-memory allocation depends on firmware, drivers and the backend. CPU inference or partial offloading can change what loads and its speed. Installed capacity alone does not establish compatibility or useful generation speed. Check the current Ollama or LM Studio hardware documentation for the exact GPU and operating system. Developers get sixteen cores, thirty-two threads and two USB4 ports, so coding is well suited on every model.

Skip it if gaming is the main job. The Radeon 8060S is integrated, so gaming is workable rather than well suited. Skip it too if you expect to add memory later, because there are no memory slots and the memory is soldered. Homelab builders who need several wired links will find a single 2.5GbE port.

Everyday use is well suited. Sixteen cores, thirty-two threads and 64 GB or 128 GB of memory go far beyond what browsing and office work need.

Coding is well suited, with LPDDR5X memory, two USB4 ports and two M.2 slots, the first at PCIe 4.0. GMKtec does not state the second slot's generation.

Gaming is workable on the integrated Radeon 8060S, with no discrete GPU. GMKtec does not state how much memory the graphics can use.

Homelab use is workable. Two M.2 slots and plenty of memory help, but a single 2.5GbE port and soldered memory mean networking and capacity cannot be expanded. ECC support is not confirmed.

Local AI is well suited because the LPDDR5X is unified memory shared between the processor and the integrated GPU. For local AI, check the exact model release, quantisation, context length, runtime overhead and memory available after the operating system. System RAM and GPU VRAM are different limits; shared-memory allocation depends on firmware, drivers and the backend. CPU inference or partial offloading can change what loads and its speed. Installed capacity alone does not establish compatibility or useful generation speed. Check the current Ollama or LM Studio hardware documentation for the exact GPU and operating system. This judgement rests on memory capacity, not on the 50 TOPS NPU. Generation speed is not measured, and memory bandwidth is not confirmed.

Workstation work is well suited on the three LPDDR5X models. It is workable on the 64 GB DDR5 model with 2000 GB of storage.

All four configurations share the Ryzen AI Max+ 395, the Radeon 8060S and Windows 11 Pro. Each one is a new, complete machine rather than a barebones kit. Memory comes as 64 GB or 128 GB, and storage as 1000 GB or 2000 GB of NVMe. On the 64 GB model with 2000 GB of storage, GMKtec gives the memory type as DDR5. The other three configurations use LPDDR5X. For big quantised models plus room for their files, pick the 128 GB model with 2000 GB. For coding and everyday work, the 64 GB LPDDR5X model with 1000 GB is enough.

Memory cannot be upgraded. There are no memory slots, the memory is soldered and the maximum is 128 GB. The 128 GB models already sit at that ceiling, and a 64 GB model stays at 64 GB, so choose capacity when you buy.

Storage is the part you can change, with two M.2 slots for 2280 drives. The first slot runs at PCIe 4.0. GMKtec does not state the second slot's generation or whether the M.2 slots accept SATA drives, and there are no SATA bays.

For screens there is one HDMI 2.1 output and one DisplayPort 1.4 output. The two USB-C ports also carry DisplayPort alt mode, so monitors can connect over HDMI, DisplayPort or USB-C cables. GMKtec does not state the maximum number of displays. Alongside those come two USB4 ports, five USB-A ports and an SD card reader.

Wired networking is a single 2.5GbE port. Wireless is Wi-Fi 7 with Bluetooth 5.4, and the wireless module is included. If you are weighing an external graphics card, the machine has two USB4 ports, no Thunderbolt ports and no OCuLink.

Soldered memory is the main one: the capacity you buy is the capacity you keep. A single 2.5GbE port limits network-heavy homelab setups. GMKtec does not state the maximum number of displays, the TDP, VESA mounting, ECC support, memory bandwidth or the second M.2 slot's PCIe generation. Power comes from a 230W external brick (19.5V 11.8A), so plan desk space for it.

The ASUS ROG NUC 16 uses an Intel Core Ultra 7 270HX Plus and discrete graphics. Look at it if gaming matters more than memory capacity. The Apple Mac mini (M5 Pro) tops out at 64 GB of memory, while the EVO-X2 reaches 128 GB. That gap decides it if you want the larger memory configurations. The MINISFORUM AtomMan G1 Pro pairs an AMD Ryzen 9 8945HX with discrete graphics, which suits you if you want a dedicated graphics chip rather than shared memory.